What is the concept of scale invariance in quantum field theory?

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Scale invariance in quantum field theory (QFT) refers to the property where physical laws remain unchanged under rescaling of lengths and energies. Howard Georgi's discussion on Unparticle Physics suggests the existence of a sector interacting weakly with the standard model that is exactly scale-invariant. He highlights that while massless particles like photons exemplify scale invariance, more complex theories allow fields to scale by fractional powers of the rescaling parameter. This concept implies that fields can exhibit behavior not limited to integer dimensions, which is significant for understanding renormalization and dimensional regularization in QFT. The exploration of these fractional dimensions opens up new theoretical possibilities beyond traditional massless particle frameworks.
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Hey guys!

I was reading the following paper http://arxiv.org/abs/hep-ph/0703260 for Georgi and I have a conceptual question about it.

Howard Georgi was talking about this Unparticle Physics theory and at the base of his analysis is the principle of scale invariance. So Georgi is saying what if there were another sector of the theory that interacts so weakly with the standard model that it hasn’t been noticed yet, and what if it were exactly scale-invariant?

He then mentions: "A free massless particle is a simple example of scale invariant stuff because the zero mass is unaffected by rescaling. But quantum field theorists have long realized that there are more interesting possibilities — theories in which there are fields that get multiplied by fractional powers of the rescaling parameter."

He adds: "It is clear what scale invariance is in the quantum field theory. Fields can scale with fractional dimensions."

My question now is: What does he mean by that last sentence in bold? What is [scale invariance](http://en.wikipedia.org/wiki/Scale_invariance) in quantum field theory? Now I can say in QFT when electromagnetic field is quantized, there the photon has zero mass and is thus scale invariant. But he is pointing to something else "more interesting" as he said so what is that? And finally what does he mean by "fields can scale with fractional dimensions?"
 
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I think he just means that one can perform dimensional regularisation for renormalisation, no?
 

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